{"id":"W4308976543","doi":"10.1093/neuonc/noac209.442","title":"EPCO-07. NON-GENOMIC DETERMINANTS OF TUMOR CELL PHENOTYPES IN ADULT GLIOBLASTOMA","year":2022,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"Phenotype; Biology; Epigenetics; Cancer research; Genetics; Somatic evolution in cancer; Mesenchymal stem cell; DNA methylation; Cancer; Tumor progression; Gene; Gene expression","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003414374,0.0001943284,0.0002050874,0.0004977927,0.0002494389,0.0004583035,0.0001792851,0.0002653892,0.005253017],"category_scores_gemma":[0.0004129312,0.0001200257,0.00018102,0.0005400803,0.0001857252,0.0001944544,0.0002995769,0.0003053058,0.001453222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005190294,"about_ca_system_score_gemma":0.0006622968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003149444,"about_ca_topic_score_gemma":0.005776671,"domain_scores_codex":[0.9998344,0.00001269677,0.00001039372,0.00005341376,0.00005849951,0.00003061129],"domain_scores_gemma":[0.9995852,0.00006299207,0.00009345919,0.0000515101,0.000118857,0.00008801315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00171362,0.0001987757,0.1105199,0.0006058569,0.00009296124,0.0006119343,0.0001955481,0.004994374,0.7660902,0.004161396,0.01075782,0.1000577],"study_design_scores_gemma":[0.0001049581,0.0007110221,0.5583507,0.00009300525,0.0001209529,0.001756391,0.000220483,0.02910246,0.3487954,0.004121191,0.05657101,0.00005234604],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9412755,0.0008557314,0.01893095,0.0002764231,0.00007719031,0.00006527727,0.02665656,0.001247652,0.0106147],"genre_scores_gemma":[0.934238,0.0006143507,0.01588651,0.0002571923,0.0000228217,0.0001698226,0.04056554,0.0003770695,0.007868756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005253017,"threshold_uncertainty_score":0.01757312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006104656958848612,"score_gpt":0.2432720579835515,"score_spread":0.2371674010247029,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}